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Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study
BACKGROUND: Multi-site MRI studies are often necessary for recruiting sufficiently sized samples when studying rare conditions. However, they require pooling data from multiple scanners into a single data set, and therefore it is critical to evaluate the variability of quantitative MRI measures with...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650594/ https://www.ncbi.nlm.nih.gov/pubmed/31417372 http://dx.doi.org/10.3389/fnint.2019.00024 |
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author | Prohl, Anna K. Scherrer, Benoit Tomas-Fernandez, Xavier Filip-Dhima, Rajna Kapur, Kush Velasco-Annis, Clemente Clancy, Sean Carmody, Erin Dean, Meghan Valle, Molly Prabhu, Sanjay P. Peters, Jurriaan M. Bebin, E. Martina Krueger, Darcy A. Northrup, Hope Wu, Joyce Y. Sahin, Mustafa Warfield, Simon K. |
author_facet | Prohl, Anna K. Scherrer, Benoit Tomas-Fernandez, Xavier Filip-Dhima, Rajna Kapur, Kush Velasco-Annis, Clemente Clancy, Sean Carmody, Erin Dean, Meghan Valle, Molly Prabhu, Sanjay P. Peters, Jurriaan M. Bebin, E. Martina Krueger, Darcy A. Northrup, Hope Wu, Joyce Y. Sahin, Mustafa Warfield, Simon K. |
author_sort | Prohl, Anna K. |
collection | PubMed |
description | BACKGROUND: Multi-site MRI studies are often necessary for recruiting sufficiently sized samples when studying rare conditions. However, they require pooling data from multiple scanners into a single data set, and therefore it is critical to evaluate the variability of quantitative MRI measures within and across scanners used in multi-site studies. The aim of this study was to evaluate the reproducibility of structural and diffusion weighted (DW) MRI measurements acquired on seven scanners at five medical centers as part of the Tuberous Sclerosis Complex Autism Center of Excellence Research Network (TACERN) multisite study. METHODS: The American College of Radiology (ACR) phantom was imaged monthly to measure reproducibility of signal intensity and uniformity within and across seven 3T scanners from General Electric, Philips, and Siemens vendors. One healthy adult male volunteer was imaged repeatedly on all seven scanners under the TACERN structural and DW protocol (5 b = 0 s/mm(2) and 30 b = 1000 s/mm(2)) over a period of 5 years (age 22–27 years). Reproducibility of inter- and intra-scanner brain segmentation volumes and diffusion tensor imaging metrics fractional anisotropy (FA) and mean diffusivity (MD) within white matter regions was quantified with coefficient of variation. RESULTS: The American College of Radiology Phantom signal intensity and uniformity were similar across scanners and changed little over time, with a mean intra-scanner coefficient of variation of 3.6 and 1.8%, respectively. The mean inter- and intra-scanner coefficients of variation of brain structure volumes derived from T1-weighted (T1w) images of the human phantom were 3.3 and 1.1%, respectively. The mean inter- and intra-scanner coefficients of variation of FA in white matter regions were 4.5 and 2.5%, while the mean inter- and intra-scanner coefficients of variation of MD in white matter regions were 5.4 and 1.5%. CONCLUSION: Our results suggest that volumetric and diffusion tensor imaging (DTI) measurements are highly reproducible between and within scanners and provide typical variation amplitudes that can be used as references to interpret future findings in the TACERN network. |
format | Online Article Text |
id | pubmed-6650594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66505942019-08-15 Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study Prohl, Anna K. Scherrer, Benoit Tomas-Fernandez, Xavier Filip-Dhima, Rajna Kapur, Kush Velasco-Annis, Clemente Clancy, Sean Carmody, Erin Dean, Meghan Valle, Molly Prabhu, Sanjay P. Peters, Jurriaan M. Bebin, E. Martina Krueger, Darcy A. Northrup, Hope Wu, Joyce Y. Sahin, Mustafa Warfield, Simon K. Front Integr Neurosci Neuroscience BACKGROUND: Multi-site MRI studies are often necessary for recruiting sufficiently sized samples when studying rare conditions. However, they require pooling data from multiple scanners into a single data set, and therefore it is critical to evaluate the variability of quantitative MRI measures within and across scanners used in multi-site studies. The aim of this study was to evaluate the reproducibility of structural and diffusion weighted (DW) MRI measurements acquired on seven scanners at five medical centers as part of the Tuberous Sclerosis Complex Autism Center of Excellence Research Network (TACERN) multisite study. METHODS: The American College of Radiology (ACR) phantom was imaged monthly to measure reproducibility of signal intensity and uniformity within and across seven 3T scanners from General Electric, Philips, and Siemens vendors. One healthy adult male volunteer was imaged repeatedly on all seven scanners under the TACERN structural and DW protocol (5 b = 0 s/mm(2) and 30 b = 1000 s/mm(2)) over a period of 5 years (age 22–27 years). Reproducibility of inter- and intra-scanner brain segmentation volumes and diffusion tensor imaging metrics fractional anisotropy (FA) and mean diffusivity (MD) within white matter regions was quantified with coefficient of variation. RESULTS: The American College of Radiology Phantom signal intensity and uniformity were similar across scanners and changed little over time, with a mean intra-scanner coefficient of variation of 3.6 and 1.8%, respectively. The mean inter- and intra-scanner coefficients of variation of brain structure volumes derived from T1-weighted (T1w) images of the human phantom were 3.3 and 1.1%, respectively. The mean inter- and intra-scanner coefficients of variation of FA in white matter regions were 4.5 and 2.5%, while the mean inter- and intra-scanner coefficients of variation of MD in white matter regions were 5.4 and 1.5%. CONCLUSION: Our results suggest that volumetric and diffusion tensor imaging (DTI) measurements are highly reproducible between and within scanners and provide typical variation amplitudes that can be used as references to interpret future findings in the TACERN network. Frontiers Media S.A. 2019-07-17 /pmc/articles/PMC6650594/ /pubmed/31417372 http://dx.doi.org/10.3389/fnint.2019.00024 Text en Copyright © 2019 Prohl, Scherrer, Tomas-Fernandez, Filip-Dhima, Kapur, Velasco-Annis, Clancy, Carmody, Dean, Valle, Prabhu, Peters, Bebin, Krueger, Northrup, Wu, Sahin and Warfield. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Prohl, Anna K. Scherrer, Benoit Tomas-Fernandez, Xavier Filip-Dhima, Rajna Kapur, Kush Velasco-Annis, Clemente Clancy, Sean Carmody, Erin Dean, Meghan Valle, Molly Prabhu, Sanjay P. Peters, Jurriaan M. Bebin, E. Martina Krueger, Darcy A. Northrup, Hope Wu, Joyce Y. Sahin, Mustafa Warfield, Simon K. Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study |
title | Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study |
title_full | Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study |
title_fullStr | Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study |
title_full_unstemmed | Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study |
title_short | Reproducibility of Structural and Diffusion Tensor Imaging in the TACERN Multi-Center Study |
title_sort | reproducibility of structural and diffusion tensor imaging in the tacern multi-center study |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650594/ https://www.ncbi.nlm.nih.gov/pubmed/31417372 http://dx.doi.org/10.3389/fnint.2019.00024 |
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